• Publications
  • Influence
Regional and seasonal characteristics of global horizontal irradiance forecasts obtained from the Japan Meteorological Agency mesoscale model
Abstract To obtain accurate forecasts of photovoltaic power generation, the use of forecast datasets of meteorological elements from numerical prediction models, specifically global horizontalExpand
  • 26
  • 3
Accuracy of the solar irradiance forecasts of the Japan Meteorological Agency mesoscale model for the Kanto region, Japan
Abstract In this study, forecast characteristics of a global horizontal irradiance (GHI) forecasts by a meteorological mesoscale model (MSM) developed by the Japan Meteorological Agency (JMA) for theExpand
  • 35
  • 3
Use of support vector regression and numerically predicted cloudiness to forecast power output of a photovoltaic power plant in Kitakyushu, Japan
The development of a methodology to forecast accurately the power produced by photovoltaic systems can be an important tool for the dissemination and integration of such systems on the publicExpand
  • 106
  • 1
Cooperative home energy management using batteries for a photovoltaic system considering the diversity of households
Abstract Demand-side energy management systems (EMSs) are expected to be used as a method for further balancing the supply and demand of power systems with high levels of renewable energy generation,Expand
  • 51
  • 1
  • PDF
Analysis of Different Techniques to Set Support Vector Regression to Forecast Insolation in Tsukuba, Japan
AbstractThe objective of this study is to analyze 3 approaches to objectively set the configuration parameters of a support vector regression algorithm to forecast insolation. The approaches wereExpand
  • 8
  • 1
Impact of forecast error of photovoltaic power output on demand and supply operation in power systems
TLDR
Using the PV generation forecast in EDC, which includes the unit commitment (UC) of conventional power plants, is essential to maintain the economy and reliability of the power system with large-scale integration of PV generation. Expand
  • 13
  • PDF
Reduction of PV Reverse Power Flow through the Usage of EV's Battery with Consideration of the Demand and Solar Radiation Forecast
This paper presents an evaluation of the usage of electric vehicle battery as an energy storage device for surplus power generated by Photovoltaic power generation system (PV) installed at home. TheExpand
  • 10
Day-ahead scheduling for supply-demand-storage balancing - model predictive generation with interval prediction of photovoltaics
TLDR
This paper addresses a problem of the day-ahead scheduling for the supply-demand-storage balance with explicit consideration of the model predictive power generation. Expand
  • 3
  • PDF